Numerical Linear Algebra and Applications
Edition: 2nd 2009
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All the information you need in one place! Each Study Brief is a summary of one specific subject; facts, figures, and explanations to help you learn faster.
Copyright year: 2009
Publisher: Society for Industrial and Applied Mathematics
Size: 7.25" wide x 10.00" long x 1.00" tall
|Linear algebra problems, their importance, and computational difficulties|
|A review of some required concepts from core linear algebra|
|Floating point numbers and errors in computations|
|Stability of algorithms and conditioning of problems|
|Gaussian elimination and LU factorization|
|Numerical solutions of linear systems|
|QR factorization, singular value decomposition, and projections|
|Least-squares solutions to linear systems|
|Numerical matrix eigenvalue problems|
|Numerical symmetric eigenvalue problem and singular value decomposition|
|Generalized and quadratic eigenvalue problems|
|Iterative methods for large and sparse problems: an overview|
|Key terms in numerical linear algebra|
|Some software for matrix computations|
|A brief introduction to MATLABï¿½|
|MATCOM and selected MATCOM commands|
|Partial solutions and answers to selected problems|